工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
近期变化
Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-05 至 2026-09-12
工具排名
按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
loci
MCPScoped memory for coding agents: picks the right project, answers in scope, or abstains.
mcp实测增长打开来源 ↗
安装
claude mcp add loci -- uvx loci-mem1GitHub 星标稳定 - 2休眠
Agent skill for devcontainer.json, the Dev Container spec, Features, Templates & tools (VS Code, Codespaces, Cursor, Zed, Podman).
github实测增长打开来源 ↗
安装
git clone https://github.com/afonsograca/devcontainers-best-practices ~/.claude/skills/devcontainers-best-practices1GitHub 星标稳定 - 3活跃
Hemnet.se real estate for Claude: search, sold prices, listings & market stats
mcp实测增长打开来源 ↗
安装
claude mcp add hemnet-mcp -- npx hemnet-mcp1GitHub 星标稳定 - 4活跃
Transcode/conform/splice video, convert docs, transcribe audio for AI agents. Free $1 trial.
mcp实测增长打开来源 ↗
安装
claude mcp add botverse -- npx botverse-mcp1GitHub 星标稳定 - 5活跃
MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)
mcp实测增长打开来源 ↗
安装
claude mcp add mlflow -- npx @us-all/mlflow-mcp1GitHub 星标稳定 - 6活跃
Extended Google Docs for Claude via gogcli — auth + full Docs and comments support
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-docs -- npx gogcli-mcp-docs1GitHub 星标稳定 - 7活跃
Google Classroom via gogcli for Claude — courses, assignments, submissions, grading
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-classroom -- npx gogcli-mcp-classroom1GitHub 星标稳定 - 8活跃
Extended Google Sheets for Claude via gogcli — auth + full Sheets support
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-sheets -- npx gogcli-mcp-sheets1GitHub 星标稳定 - 9活跃
Writing MCP
MCPMetadata-first fiction editing and reasoning tools for long-form writing projects.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-writing -- npx @hanna84/mcp-writing1GitHub 星标稳定 - 10活跃
Weavatrix Online extension: guarded sync, advisories, malware review, architecture contracts.
mcp实测增长打开来源 ↗
安装
claude mcp add weavatrix-online -- npx weavatrix-online1GitHub 星标稳定 - 11活跃
Ovellum
MCPAuto, manual, or hybrid docs that never fall out of sync.
mcp实测增长打开来源 ↗
安装
claude mcp add ovellum -- npx ovellum1GitHub 星标稳定 - 12活跃
Google Drive via gogcli for Claude — search, upload, download, permissions
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-drive -- npx gogcli-mcp-drive1GitHub 星标稳定 - 13活跃
UK company data: profiles, iXBRL financials, directors, PSC chains, ECCTA. Hosted, no key.
mcp实测增长打开来源 ↗
安装
claude mcp add registrum-mcp -- npx @registrum/mcp1GitHub 星标稳定 - 14活跃
Google Slides via gogcli for Claude — deck and slide authoring
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp-slides -- npx gogcli-mcp-slides1GitHub 星标稳定 - 15活跃
Connect any AI coding app to enterprise data sources. One binary, one JSON config.
mcp实测增长打开来源 ↗
安装
claude mcp add oe-mcp -- npx @openenthrium/oe-mcp1GitHub 星标稳定 - 16活跃
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
mcp实测增长打开来源 ↗
安装
claude mcp add redash-mcp -- npx redash-mcp1GitHub 星标稳定 - 17活跃
Google Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets
mcp实测增长打开来源 ↗
安装
claude mcp add gogcli-mcp -- npx gogcli-mcp1GitHub 星标稳定 - 18活跃
Local multi-client RAG server over the Model Context Protocol.
mcp实测增长打开来源 ↗
安装
claude mcp add cortex -- uvx cortex-local-rag1GitHub 星标稳定 - 19活跃
World's fastest domain check. Or the second — dispute it. 52 TLDs, 7 registrars, no API key.
mcp实测增长打开来源 ↗
安装
claude mcp add domain-check-skills-mcp -- npx domain-check-skills-mcp1GitHub 星标稳定 - 20活跃
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.
mcp实测增长打开来源 ↗
安装
claude mcp add heu-mcp -- uvx heu-mcp1GitHub 星标稳定 - 21活跃
SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.
mcp实测增长打开来源 ↗
安装
claude mcp add kansei-mcp-server -- npx @kansei-link/mcp-server1GitHub 星标稳定 - 22活跃
Unofficial MCP server for the Pixabay API: search and fetch royalty-free images and videos.
mcp实测增长打开来源 ↗
安装
claude mcp add pixabay-mcp-server -- npx @hanoak/pixabay-mcp-server1GitHub 星标稳定 - 23活跃
KYB data from 23 European business registries — search, financials, compliance, network graphs
mcp实测增长打开来源 ↗
安装
claude mcp add entyrix-mcp -- npx @entyrix/mcp1GitHub 星标稳定 - 24活跃
Junê
MCPShared, cited knowledge-graph memory for agents — ask, search, remember, keep standing instructions
mcp实测增长打开来源 ↗
安装
claude mcp add june-mcp -- uvx june-mcp1GitHub 星标稳定 - 25活跃
OrchestrUI
MCPDeterministic UI policy, discovery and audits for coding agents across seven ecosystems.
mcp实测增长打开来源 ↗
安装
claude mcp add orchestrui -- npx orchestrui1GitHub 星标稳定